Free public website scan
Vibe-coding website checker with actionable results
VibeFootprint analyzes the public surface of a website and returns a 0–100 pattern-similarity index, a separate security baseline and a report that explains what to review next.
Scan a website for free→What the checker helps you answer
A single score without evidence is hard to trust. VibeFootprint pairs the score with evidence breadth, relative score drivers, concrete findings and implementation prompts so teams can decide what deserves attention.
- Does the public interface resemble recurring patterns in the reference corpus?
- Which observed signals most influenced that similarity?
- Are important public security headers missing or ineffective?
- What can a designer or developer improve first?
What a high Vibe-Footprint means
A high score means that many observed public patterns resemble the reference corpus. It is not automatically a defect count: a website can have high similarity while exposing only a few concrete quality or security findings.
The full report therefore separates score explanation from actionable issues. Score drivers explain the model result; findings describe changes that have a defensible public basis.
Useful for founders, agencies and development teams
Founders can use the overview to understand whether a rapidly built website needs a more distinctive design or stronger launch safeguards. Agencies can turn the report into a transparent client conversation. Development teams can copy scoped prompts into their coding workflow and validate the result after deployment.
How to use the result
Start with high-priority observed findings, then review optional guidance in context. Make changes in the repository, test them normally, deploy and run a new public scan. A lower footprint may indicate more distinct public patterns, while a higher security baseline indicates stronger observed header protection.
Common questions
Is this an AI website detector?+
It addresses that search need more carefully: VibeFootprint checks public pattern similarity but does not present the result as proof of AI authorship.
How long does a scan take?+
The public scan and report-preparation experience is designed to complete in about ten seconds, although network conditions and the target website can affect the technical request.
Can I scan a website I do not own?+
The scanner accesses only public resources, but you should use the result responsibly and avoid presenting it as proof of authorship or wrongdoing.